Future industrial networking: from use cases to wireless technologies to a flexible system architecture

M Karrenbauer, S Ludwig, H Buhr, H Klessig… - at …, 2019 - degruyter.com
In this paper, we propose a communication network architecture for industrial applications
that combines new 5G technologies with other existing communication technologies on the …

Application of machine learning for channel based message authentication in mission critical machine type communication

A Weinand, M Karrenbauer, R Sattiraju… - … Wireless 2017; 23th …, 2017 - ieeexplore.ieee.org
The design of robust wireless communication systems for industrial applications such as
closed loop control processes has been considered manifold recently. Additionally, the …

Supervised learning for physical layer based message authentication in URLLC scenarios

A Weinand, R Sattiraju, M Karrenbauer… - 2019 IEEE 90th …, 2019 - ieeexplore.ieee.org
PHYSEC based message authentication can, as an alternative to conventional security
schemes, be applied within Ultra Reliable Low Latency Communication (URLLC) scenarios …

Security solutions for local wireless networks in control applications based on physical layer security

A Weinand, M Karrenbauer, HD Schotten - IFAC-PapersOnLine, 2018 - Elsevier
The Design of new wireless communication systems for industrial applications, eg control
applications, is currently a hot research topic, as they deal as a key enabler for more flexible …

Towards monitoring of hybrid industrial networks

A Neumann, M Ehrlich, L Wisniewski… - 2017 IEEE 13th …, 2017 - ieeexplore.ieee.org
Nowadays, industrial networks are characterized by complex architectures of hybrid, wired
and wireless segments, combining automation and information technology (IT). Their …

FPGA-based baseband solution for high performance industrial wireless communication

M Hao, L Karsthof, J Rust, J Demel… - 2018 IEEE 23rd …, 2018 - ieeexplore.ieee.org
Recently, the wireless commuication system development driven by the ongoing Industry 4.0
(I40) and Indusrial Internet of Thing (IIoT) has been growing enormously. In industrial …

Multi-Feature Physical Layer Authentication for URLLC based on Linear Supervised Learning

A Weinand, C Lipps, M Karrenbauer… - 2023 Joint European …, 2023 - ieeexplore.ieee.org
Physical Layer Authentication (PLA) can be a lightweight alternative to conventional security
schemes such as certificates or Message Authentication Codes (MACs) for secure message …

URLLC Physical Layer Authentication based on non-linear Supervised Learning

A Weinand, C Lipps, M Karrenbauer… - 2023 IEEE 97th …, 2023 - ieeexplore.ieee.org
In this work, non-linear supervised learning classifiers are proposed for Physical Layer
Authentication (PLA). Their performance is evaluated using a Universal Software Radio …

Reliable low latency wireless communication enabling industrial mobile control and safety applications

S Melnyk, AG Tesfay, K Alam, HD Schotten… - arXiv preprint arXiv …, 2018 - arxiv.org
Advanced industrial applications for human-machine interaction such as augmented reality
support for maintenance works or mobile control panels for operating production facility set …

Quality-of-Service monitoring of hybrid industrial communication networks

M Ehrlich, A Neumann, A Biendarra… - at …, 2019 - degruyter.com
Today many hybrid (wired & wireless) industrial communication networks with a huge variety
of heterogeneous technologies and protocols are present in the manufacturing and …